Table 9
MACs in GreenCOD Submodules
Submodule
Size
Number of Trees
Depth
MACs (%)
EfficientNetB4
-
-
-
13,503,446,880 (89.7%)
XGBoost 1
42
10000
3
70,560,000 (0.5%)
XGBoost 2
42
10000
3
70,560,000 (0.5%)
XGBoost 3
84
10000
3
282,240,000 (1.9%)
XGBoost 4
168
10000
3
1,128,960,000 (7.5%)
Total
-
-
-
15,055,766,880
Submodule
Size
Number of Trees
Depth
MACs (%)
EfficientNetB4
-
-
-
13,503,446,880 (89.7%)
XGBoost 1
42
10000
3
70,560,000 (0.5%)
XGBoost 2
42
10000
3
70,560,000 (0.5%)
XGBoost 3
84
10000
3
282,240,000 (1.9%)
XGBoost 4
168
10000
3
1,128,960,000 (7.5%)
Total
-
-
-
15,055,766,880
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